Abstract
A bivariate second-order VAR model of money growth and inflation is specified and estimated by means of least squares. The bias of the parameter estimates is approximated in three ways and new, bias-reduced estimates are computed using the approximations. The effects of bias reduction on impulse-response functions and variance decompositions are found to be negligible. The effects of bias reduction on predictions, in particular on predicted inflation, are more substantial.